CalibratedDecisions.

Repo · Safety & guardrails

NucleiSniper

Security-testing pipeline that fingerprints each authorised target and has TypeSafe Jev score every Nuclei template's relevance (0–4) in batches,…

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From the repository

AI-powered Nuclei template prioritization using deep target fingerprinting and TypeSafe Jev to surface relevant security findings faster.

ai-security-testingai-security-toolattack-surfacecybercyber-securitycybersecuritycybersecurity-educationcybersecurity-toolsjevnucleioffensive-securityoffensive-security-toolingpentest-scriptspentest-toolpentest-toolspentesting-toolpentesting-toolssecurity-automationvulnerability-scanningvulnerability-scanning-tools

How builders describe it

AI-powered Nuclei template prioritization using deep target fingerprinting and TypeSafe Jev to surface relevant security findings faster.
Security-testing pipeline that fingerprints each authorised target and has TypeSafe Jev score every Nuclei template's relevance (0–4) in batches, then runs Nuclei with all templates ordered highest-relevance first, so likely findings surface early; scans are resumable.
Scanner pipeline that fingerprints each target with 30+ signal types, then asks Jev to score every Nuclei template 0-4 for relevance so high-value checks run first while all templates still run. A tag-based prefilter keeps about 8.6% of 13,764 templates with 100% recall on score >= 3, saving ~91%…

The decision Jev makes

Allow, flag or escalate a message, tool call or action.

Where it fits

Screening messages, tool calls and outputs before they cause trouble. Jev gives a fast, calibrated verdict that can sit in front of every request or agent action. All 229 safety & guardrails projects →

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